@XanaduAI For this to work you will need a quantum/classic control wire that is ternary native. Lucky for you I wrote it already and it’s MIT licensed.
https://t.co/z42vyhkUx2
#quantum
🧐Can language models generate new scientific ideas?
Introducing contextualized literature-based discovery (C-LBD):
1. (L)LMs are given specific contexts/motivations + retrieved *inspirations* from papers💡
2. Goal is to generate text with novel hypotheses.
New preprint: 🧵⬇️
@ZhitingHu @simonkmtse I would provide a KG as a seed vs bounding search space. Tractability is important but in universal space what is most important thing is the connection space.
🧠Human brain has internal world model for conscious reasoning
🤖Language model reasoning also need world model!
Reasoning via Planning (RAP) is a new principled framework for this. It prompts LM as WM & reasons w/ MC TreeSearch
Better v ChainOfThought on plan-gen, math, logic
Image: states with momenta in regions analyzed by resolved isoenergy contours, flow dispersion & group velocity of Rank-2 chiral mode characterized as Non-Hermitian skin effect (NHSE).
Understanding chiral physics in a 2-D topo-electric systems. Theoretical & experimental study on chiral dynamics. In this work higher-rank chiral behaviors responsible for anomalous momentum & particle currents in crystalline systems are thoroughly explored. University of Illinois at Urbana-Champaign @Illinois_Alma Credits. https://t.co/EQUfr1XIaA